Title :
Fuzzy evaluation algorithm for system effectiveness of wireless sensor networks
Author :
Cun-Xiang Chen ; Zun-wen He ; Jian-guang Jia ; Jing-ming Kuang ; Zhong-yu Zhang
Author_Institution :
Res. Inst. of Commun. Technol., Beijing Inst. of Technol., Beijing, China
Abstract :
Evaluation of System Effectiveness (SE) plays a significant role in network design, construction, optimization, etc. of Wireless Sensor Networks (WSNs). This paper develops a rational and comprehensive five-layer indicator model which incarnates SE or monomial efficiency of WSNs. Also, we propose a valid evaluation model HFCE with Analytic Hierarchy Process (AHP) and Fuzzy Comprehensive Evaluation (FCE), both of which combined together is suitable for hierarchical indicator model and multiattribute decision analysis of WSNs. The results obtained from simulation demonstrate practicability of indicator model and accuracy of evaluation model.
Keywords :
analytic hierarchy process; fuzzy set theory; optimisation; wireless sensor networks; AHP; FCE; HFCE valid evaluation model; SE; WSN; analytic hierarchy process; five-layer indicator model; fuzzy comprehensive evaluation algorithm; monomial efficiency; multiattribute decision analysis; optimization; system effectiveness; wireless sensor network; evaluation model; indicator model; system effectiveness; wireless sensor networks;
Conference_Titel :
Global High Tech Congress on Electronics (GHTCE), 2012 IEEE
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4673-5086-0
DOI :
10.1109/GHTCE.2012.6490121
